Papers by Jakob Nikolas Kather
LLM Agents Making Agent Tools (2025.acl-long)
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| Challenge: | Large language models (LLMs) can perform multi-step tasks by dynamically utilising external software components. |
| Approach: | They propose an agentic framework that autonomously transforms papers with code into LLM-compatible tools. |
| Outcome: | The proposed framework outperforms current state-of-the-art software engineering agents in 80% of tasks and is openly available on GitHub. |